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Authors

  • Shinichi Nakagawa. Author, maintainer, copyright holder.

  • Pieter A. Arnold. Author.
    co-author of the bayesTLS framework

  • Patrice Pottier. Author.
    co-author of the bayesTLS framework

  • Daniel W. A. Noble. Author.
    senior author of the bayesTLS thermal-load-sensitivity framework

Citation

Source: inst/CITATION

Nakagawa S, Arnold P, Pottier P, Noble D (2026). freqTLS: Frequentist Inference for Thermal Load Sensitivity Models. R package version 0.1.0, https://github.com/itchyshin/freqTLS.

@Manual{,
  title = {freqTLS: Frequentist Inference for Thermal Load Sensitivity Models},
  author = {Shinichi Nakagawa and Pieter A. Arnold and Patrice Pottier and Daniel W. A. Noble},
  year = {2026},
  note = {R package version 0.1.0},
  url = {https://github.com/itchyshin/freqTLS},
}

Noble D, Arnold P, Pottier P (2026). bayesTLS: Bayesian Thermal Load Sensitivity Models. R package; the thermal-load-sensitivity framework that freqTLS implements (manuscript in preparation). The brown-shrimp and life-stage zebrafish data were obtained from the CC BY 4.0 bayesTLS distribution; please cite bayesTLS when using them. Other datasets retain their component-specific licences and citations; see the entries below and inst/COPYRIGHTS in the source package., https://github.com/daniel1noble/bayesTLS.

@Manual{,
  title = {bayesTLS: Bayesian Thermal Load Sensitivity Models},
  author = {Daniel W. A. Noble and Pieter A. Arnold and Patrice Pottier},
  year = {2026},
  note = {R package; the thermal-load-sensitivity framework that freqTLS implements (manuscript in preparation). The brown-shrimp and life-stage zebrafish data were obtained from the CC BY 4.0 bayesTLS distribution; please cite bayesTLS when using them. Other datasets retain their component-specific licences and citations; see the entries below and inst/COPYRIGHTS in the source package.},
  url = {https://github.com/daniel1noble/bayesTLS},
}

Orsted M, Willot Q, Olsen A, Kongsgaard V, Overgaard J (2024). “Data for: Thermal Limits of Survival and Reproduction Depend on Stress Duration: A Case Study of Drosophila suzukii.” doi:10.5281/zenodo.10602268. Dataset, CC BY 4.0.

@Misc{,
  title = {Data for: Thermal Limits of Survival and Reproduction Depend on Stress Duration: A Case Study of Drosophila suzukii},
  author = {Michael Orsted and Quentin Willot and Andreas Kirk Olsen and Viktor Kongsgaard and Johannes Overgaard},
  year = {2024},
  doi = {10.5281/zenodo.10602268},
  note = {Dataset, CC BY 4.0},
}

Li YJ, Chen SY, Jorgensen LB, Overgaard J, Renault D, Colinet H, Ma CS (2023). “Data for: Interspecific Differences in Thermal Tolerance Landscape Explain Aphid Community Abundance under Climate Change.” doi:10.5061/dryad.mcvdnck4j. Dataset, Dryad CC0. Associated article: Journal of Thermal Biology 114: 103583, doi:10.1016/j.jtherbio.2023.103583.

@Misc{,
  title = {Data for: Interspecific Differences in Thermal Tolerance Landscape Explain Aphid Community Abundance under Climate Change},
  author = {Y J Li and S Y Chen and L B Jorgensen and J Overgaard and D Renault and H Colinet and C S Ma},
  year = {2023},
  doi = {10.5061/dryad.mcvdnck4j},
  note = {Dataset, Dryad CC0. Associated article: Journal of Thermal Biology 114: 103583, doi:10.1016/j.jtherbio.2023.103583.},
}

Arnold P (2026). “Thermal Load Sensitivity of Photosystem II in Snow Gum.” doi:10.64898/2026.04.09.717599. Snow-gum PSII source, CC BY-NC 4.0. Pieter A. Arnold, the data holder, authorised its use as the separately licensed freqTLS teaching dataset; see inst/COPYRIGHTS and the dataset documentation for attribution.

@Misc{,
  title = {Thermal Load Sensitivity of Photosystem II in Snow Gum},
  author = {Pieter A. Arnold},
  year = {2026},
  doi = {10.64898/2026.04.09.717599},
  note = {Snow-gum PSII source, CC BY-NC 4.0. Pieter A. Arnold, the data holder, authorised its use as the separately licensed freqTLS teaching dataset; see inst/COPYRIGHTS and the dataset documentation for attribution.},
}

Saruhashi S, Boerrigter JGJ, Hooymans MHL, Sinclair BJ, Verberk WCEP (2026). “Data and Code for: Oxygen Availability and Oxygen Delivery but Not Oxidative Stress Shape Heat Tolerance in Diploid and Triploid Zebrafish Larvae.” doi:10.5281/zenodo.20075355. Dataset, CC BY 4.0. Associated article: Journal of Experimental Biology 229(10): jeb251548, doi:10.1242/jeb.251548.

@Misc{,
  title = {Data and Code for: Oxygen Availability and Oxygen Delivery but Not Oxidative Stress Shape Heat Tolerance in Diploid and Triploid Zebrafish Larvae},
  author = {S Saruhashi and J G J Boerrigter and M H L Hooymans and B J Sinclair and W C E P Verberk},
  year = {2026},
  doi = {10.5281/zenodo.20075355},
  note = {Dataset, CC BY 4.0. Associated article: Journal of Experimental Biology 229(10): jeb251548, doi:10.1242/jeb.251548.},
}